Publication Details

Bayesian Concepts for Human Tracking and Behavior Discovery

CHMELAŘ Petr. Bayesian Concepts for Human Tracking and Behavior Discovery. In: Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4. Brno: Brno University of Technology, 2006, pp. 360-364. ISBN 80-214-3163-6.
Czech title
Bayesovské koncepty pro pozorování chodců a jejich chování
Type
conference paper
Language
english
Authors
Chmelař Petr, Ing. (DIFS FIT BUT)
URL
Keywords

Bayesian classification, regression, nets, identification, detection, tracking, pose recognition, behavior patterns.

Abstract

This work describes a framework for vision based human detection, tracking, pose recognition and behavior discovery in a uniform manner of Bayesian classifiers. It considers mathematical concept of identification by classification of preprocessed images and regression of poses for discovering behavior patterns in its databases using Bayes' nets.

Published
2006
Pages
360-364
Proceedings
Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4
Conference
Student EEICT 2006, Brno, CZ
ISBN
80-214-3163-6
Publisher
Brno University of Technology
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB8077,
   author = "Petr Chmela\v{r}",
   title = "Bayesian Concepts for Human Tracking and Behavior Discovery",
   pages = "360--364",
   booktitle = "Proceedings of the 12th Conference STUDENT EEICT 2006 Volume 4",
   year = 2006,
   location = "Brno, CZ",
   publisher = "Brno University of Technology",
   ISBN = "80-214-3163-6",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8077"
}
Back to top